jurandir zullo junior [email protected] effective use of agrometeorological systems and...

64
Jurandir ZULLO Junior Jurandir ZULLO Junior [email protected] [email protected] ffective use of agrometeorological ffective use of agrometeorological systems and information systems and information Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 2004 Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 2004

Upload: saige-landon

Post on 01-Apr-2015

217 views

Category:

Documents


1 download

TRANSCRIPT

Page 1: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Jurandir ZULLO JuniorJurandir ZULLO Junior [email protected]@cpa.unicamp.br

Effective use of agrometeorological Effective use of agrometeorological systems and informationsystems and information

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 2: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Presentation Outline

Brazilian Agricultural Zoning

Agrometeorological operational systems in Brazil – regional and national

Effects of climate change (IPCC) in Brazilian Agricultural Zoning

Page 3: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Agricultural Zoning

Agribusiness GDP in 2003: US$ 165 billion (30% GDP - US$ 500 billion)

Agribusiness Exportations: US$ 30 billion (40%) 30% of jobs Grain production in 2003: 122 millions tons

Program coordinated by the Department of Agriculture and EMBRAPA (National Institute for Agricultural Research) since 1995

Federal Farm Credit PolicyUS$ 8 billion (US$ 2.5 billion for small farmers)

Page 4: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Main Objective Decrease the climate risks

dry spells during flowering and grain-filling (60%) excessive rain during the harvest period (30%)

Product

Planting Calendars

Crops: Corn, Soybean, Beans, Rice (Wheat, Sorghum,

Fruits, Coffee)

Periods: Dekad (10 days), Oct to Dec (Jan to Dec)

Counties / Municipal districts

Macro-regions: Central, Southeast and South

(Northeast)

Risk: less than or equal to 20%

Page 5: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

< 25%

25% - 50%50% - 75%

75% - 100%

Probability of 10-days dry spellsJanuary - BAHIA

Page 6: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

< 25%

25% - 50%50% - 75%

75% - 100%

Probability of 10-days dry spellsFebruary - BAHIA

Page 7: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Methodology

Simulation of cumulative water balance for different soil types, planting dates, cycle lengths, ground stations

Decision criteria / Risk Analysis:a) WRSI during reproductive stage Threshold Value

(80% of all simulated years) WRSI: Water Requirement Satisfaction IndexWRSI = actual / maximum evapotranspiration

b) Excessive rain during harvest50mm accumulated in 3 days of a 5-days period

Page 8: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 9: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Preliminary Data Collection

Length of four growth stages (Initial, Vegetative, Reproductive and Maturity) for early and normal cultivars

Length of total growing period

Crop coefficient (Kc)

Soil water holding capacity

Rainfall

Evapotranspiration

Page 10: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 11: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 12: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Initial

Stage

Vegetative Stage

Reproductive Stage

Maturity

Kc

Page 13: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

LENGTH OF GROWTH STAGES

RAINFALL

CLIMATERISK ZONING

WRSI

PETCROP

COEFFICIENT

COMPUTE ZONING

CUMULATIVE WATER BALANCE

SOIL TYPE PLANTING

DEKAD

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 14: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

soybeansoybean

600.000 SIMULATIONS600.000 SIMULATIONS

corncorn

2.500.000 SIMULATIONS2.500.000 SIMULATIONSbeansbeans

500.000 SIMULATIONS500.000 SIMULATIONSricerice

400.000 SIMULATIONS400.000 SIMULATIONS

wheatwheat

450.000 SIMULATIONS450.000 SIMULATIONS

Page 15: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Soybean

Early Cultivar

Clay Soil

Dekad: Oct, 1st

Goiás (341.000km2)

F AV O R Á V E L

D E S F AV O R Á V E L

I N T E R M E D I Á R I A

5 0 k m

|

_

_

||

|

Z O N E A M E N T O A G R O C L IM Á T IC O D A C U LT U R A D A SO JA N O E S TA D O D E G O IÁ S

C I C L O : P R E C O C E S O L O : T IP O 3 S E M E A D U R A : 0 1 /1 0 a 1 0 /1 0

M A A /F IN AT E C /E M B R A PA -C N P S o/D N A E E /IN M E T

Page 16: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Soybean

Early Cultivar

Clay Soil

Dekad: Nov, 1st

Goiás (341.000km2)

F AV O R Á V E L

D E S F AV O R Á V E L

I N T E R M E D I Á R I A

5 0 k m

|

_

_

|||

Z O N E A M E N T O A G R O C L IM Á T IC O D A C U LT U R A D A SO JA N O E S TA D O D E G O IÁ S

C I C L O : P R E C O C E S O L O : T IP O 3 S E M E A D U R A : 0 1 /11 a 1 0 /11

M A A /F IN AT E C /E M B R A PA -C N PS o/D N A E E /IN M E T

Page 17: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Soybean

Early Cultivar

Clay Soil

Dekad: Dec, 1st

Goiás (341.000km2)

F AV O R Á V E L

D E S F AV O R Á V E L

I N T E R M E D I Á R I A

5 0 k m

|

_

_

||

|

Z O N E A M E N T O A G R O C L IM Á T IC O D A C U LT U R A D A SO JA N O E S TA D O D E G O IÁ S

C I C L O : P R E C O C E S O L O : T IP O 3 S E M E A D U R A : 0 1 /1 2 a 1 0 /1 2

M A A /F IN AT E C /E M B R A PA -C N P S o/D N A E E /IN E M E T

Page 18: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Soybean

Early Cultivar

Clay Soil

Dekad: Nov, 1st

Minas Gerais (588.000km2)

-

-

- - -

- -

-

-

-

-

50º 18 ' 44º 57 ' 39º 37 '

21º 55 '

18º 02 '

14º 10 '

40 km

C IC L O : P R E C O C E S O L O : T IP O 3 S E M EA D U R A : 01 /11 a 10 /11

M AA/FINATE C/EM B RAPA-CNPSo-CPAC/DNAEE /INM ET

F A V O R Á V E L

D E S F A V O R Á V E L

ZO NEAMENTO AG RO C LIMÁTIC O DA C ULTURA DA SO J ANO ESTADO DE MINAS G ERAIS

Page 19: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Soybean

Early Cultivar

Clay Soil

Dekad: Dec, 1st

Minas Gerais (588.000km2)

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

-

-

- - -

- -

-

-

-

-

50º 18 ' 44º 57 ' 39º 37 '

21º 55 '

18º 02 '

14º 10 '

40 km

C IC L O : P R E C O C E S O L O : T IP O 3 S E M EA D U R A : 01 /1 2 a 1 0/12

M AA/FINATE C/EM B RAPA-CNPSo-CPAC/DNAEE /INM ET

F A V O R Á V E L

D E S F A V O R Á V E L

ZO NEAMENTO AG RO C LIMÁTIC O DA C ULTURA DA SO J ANO ESTADO DE MINAS G ERAIS

Page 20: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 21: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

www.inmet.gov.brwww.inmet.gov.br

Page 22: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

www.agritempo.gov.www.agritempo.gov.brbr

Page 23: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Soil Water Content – São Paulo – Sep/16 – Soil Water Content – São Paulo – Sep/16 – 20/200420/2004

Page 24: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Soil Water Content – São Paulo – Oct/15 – Soil Water Content – São Paulo – Oct/15 – 19/200419/2004

Page 25: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Maximum Temperature – São Maximum Temperature – São PauloPaulo

Page 26: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Rainfall – São PauloRainfall – São Paulo

Page 27: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Frost Risk – Frost Risk – ParanáParaná

Page 28: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

www.cpa.unicampwww.cpa.unicamp.br.br

Page 29: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Results

Organization of federal farm credit policy and

insurance

Decrease of agricultural losses due to climate events

(Insurance debt = US$ 637 million accumulated in 5

years)

Even self-financed farmers are using the zoning

Increase: productivity, production and use of

technology

Losses of US$ 33 millions in 2002: farmers growing

corn during fall and winter in unsuitable (high risk)

areas

Frauds decrease and inhibition

Availability of data for agricultural planning

Demand for new crops, regions and periods

Page 30: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Questions

What can happen to agricultural zoning in next decades ?

Will the suitable areas change in the case of new climate conditions ? (decrease ?, increase ?, migrate ?)

Methodology

Prepare new zonings simulating different climate conditions according to IPCC report (2001)

Climate scenarios: Current, Increase of 1°C, 3°C and 5.8°C in Temperature and Increase of 15% in precipitation

Page 31: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Climate Conditions Suitable for Coffee Production

Average Annual Temperature: 18°C to 22°C (up to 23°C)

Annual Water Deficit: 0mm to 100mm (up to 150mm)

Absolute Minimum Temperature: > 1°C (Frost Risk)

Page 32: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Total Area: 249.000km2

Page 33: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Total Area: 249.000km2

Page 34: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Total Area: 249.000km2

Page 35: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Total Area: 249.000km2

Page 36: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 37: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 38: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 39: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 40: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 41: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 42: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 43: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 44: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 45: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 46: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 47: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 48: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 49: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 50: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 51: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 52: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Further Works

Simulations for other crops

Simulations for other states

Use of other models and analysis of climate

change

Assessment of climate change

Page 53: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Jurandir ZULLO JuniorJurandir ZULLO Junior [email protected]@cpa.unicamp.br

Effective use of agrometeorological Effective use of agrometeorological systems and informationsystems and information

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 54: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 55: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 56: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 57: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 58: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 59: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 60: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 61: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 62: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 63: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Page 64: Jurandir ZULLO Junior jurandir@cpa.unicamp.br Effective use of agrometeorological systems and information Expert Meeting on Weather, Climate and Farmers

Expert Meeting on Weather, Climate and Farmers Geneva, November 15-Expert Meeting on Weather, Climate and Farmers Geneva, November 15-18, 200418, 2004

Agricultural Losses - Seasons 91/92 and 92/93Crop S. PAULO BAHIA NORTHEAST

Rice 30% 34% 47%

Beans 21% 34% 41%

Corn 16% 37% 71%

Soybean 16% 29% -

I rrigated Soybean

- - 32%

Cotton 22% 22% 81%

Factors / causes:

Dry spells during reproductive stage (flowering and grain-filling) - 60%

Excessive rain during harvest - 30%

(Planting after the first rainfalls of spring)